{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# 背景"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "outputs": [],
   "source": [
    "import datetime\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.io\n",
    "import cv2\n",
    "import numpy as np\n",
    "from models import AnonymousColorDetector\n",
    "from utils import lab_scatter"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "outputs": [],
   "source": [
    "img_path = r\"C:\\Users\\FEIJINTI\\Desktop\\7261\\tobacco\\Image_2022_0726_1410_31_993-000254.bmp\"\n",
    "# img_path = r\"E:\\zhouchao\\725data\\14.png\"\n",
    "model_path = [\"models/background_dt_2022-07-26_15-56.model\", \"models/tobacco_dt_2022-07-26_15-57.model\",\"models/zibian_dt_2022-07-21_16-45.model\",\"models/dt_2022-07-21_17-19.model\"]"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [],
   "source": [
    "img = cv2.imread(img_path)[:, :, ::-1]\n",
    "# img = cv2.imread(img_path)\n",
    "img = cv2.resize(img, (1024, 256))\n",
    "b_detector = AnonymousColorDetector(file_path=model_path[0])\n",
    "b_result = b_detector.predict(img).astype(np.uint8)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "outputs": [],
   "source": [
    "t_detector = AnonymousColorDetector(file_path=model_path[1])\n",
    "t_result = t_detector.predict(img).astype(np.uint8)\n",
    "t_result = cv2.dilate(t_result, kernel = np.ones((3, 3), np.uint8))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "outputs": [],
   "source": [
    "z_detector = AnonymousColorDetector(file_path=model_path[2])\n",
    "z_result = z_detector.predict(img).astype(np.uint8)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "outputs": [],
   "source": [
    "s_detector = AnonymousColorDetector(file_path=model_path[3])\n",
    "s_result = s_detector.predict(img).astype(np.uint8)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "outputs": [],
   "source": [
    "result = 1 - (b_result | t_result)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 5 Axes>",
      "image/png": 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JyFsisklENojI9bHyW0Rkn4isif2c1+Kcm2KJMreIyDld3cMeGNpdr7DU5ht75/O9a6/jzzddyn8bUpiz5uJWxx+pyeTn+z5DiWWydN8IDJTsj5TGkJughvnG3vkU/mUcOy4z8VRHsD3w4PNnsue/+dhvpvPNx77Jr6a/wG+zV/LCvL+x4rWJbAgO4fmCV5qS4sTLjZtkBkkZXcWNk17v9bX2ROqOirweXY4cIpIL5KrqKhFJBlYCFwGXAHWqesdh9ScCTxDNCzgEeB0Yq9qxkpo7KU33vZHZ0eEBT1DDnLHui4SezKZsho272iA0JEziVg8PXnMXthr8du95fLxhBIm7XfzrW3cywiWsCPq5+UffoHySiZrAhFp0SxLzzlrPiqen0DDUJnOVkLqzEctrsvtcD578WgINHhI2+xAbLA+8+fXfN+1AcjRwKEYt3vMxcR85VLVYVVfFPtcSzbfR2YLjC4EnVTWoqruA7UQFpUO8MnAXO3WHz22Nbnzw0C1/YP3n/sKnz1pL2jI3asDlT38XQ2zuHfUsWy+8h/TTi3m6egZJho/5vjDF84XQIJucj8LkPujDiAjr/z6Z0y5djq/UIJApNGZ7CaW6yFyjjBlcxtun/pmCc3aQu6SRcLLymdt+yC9KJx0167RNMY6KicoetVBERgInAIeWv10nImtF5EERSYuVtZcss40wichCEVkhIivqK4+OxU4d8ciYf/POlKeZ5EnAb3i4Y+jr5F22i8ZcCyMCJ3gMssxE3GLy7pTnmjZ2c4vJc//zJyacuJshP9tOySw3kQQltTDIf1dOJ5ykZK4NIrZSm2ciCvVhD0/XTKX0ryMxghZZK5TEAxaWGj2apGyJpfZRI1ifJN02yEUkCXgHuE1VnxWRbKCMaCLMW4mqXleLyN3AElV9LHbeA8AiVX2mk2vXAlt691WOCzKJ9rlDx7TsoxFxzyYrIm7gGeBxVX0WQFUPtDh+H/Bi7M8eJcuMsaU3uuHxgoiscPqpc/qyj7rjrRLgAWCTqv6hRXlL3+vngPWxzy8Al4qIV0TygQJgWV801sHhk6Q7I8d84EpgnYisiZX9FLhMRKYTVasKgWsAVHWDiDwFbAQiwLWdeaocHAYqcZsEFJEFwF1E95a5X1V/20ndhap6b1wacgzh9FPX9GUfxSsPuUk0D/lZRG2Q5cBlqtp2/30HhwFKvJzNs4DtqrpTVUPAk0TnPxwcjhriFXjY3lxHq30zRWQhsBBAvJ4ZSa5MRow6iLfFuuty20Wd5WWEu57uUhLxUlOYBA1HHp4gIoSy/bgP1HMoJlISfDDcQreG6UmcpLhM3GOU+ooE3Adbfw/xekgYFcIlFuXlKagJqan1VDX48ZVE0GAodg0XGmmeKJUEH9rYs/zj9iA/OXkV7C/JwFXWvf4UEXC70FDnG8WJYYDXA8EQatvYaYmYdUE03HZyVzweIsluxIa8vIMkSc+XK6yrzSQ/qbTNuQctD+WhRCIRk2x/DXs31JbF3ZV7BLT3jVs9UjG98F4RWeAekrl4nusKFj73WlPieoAyq54bis7lkRHvdnqz2ytGc+2gTfgNDz8+MJ1lN52E55UV0AuVMTjjJLwvrwLbAhHs2dNJu20PNadWt3pQu8SC8IiZnPP0Oyy66TR8LzY77iq+NJcPb/0rrzYmMsVTxmNVM3jj4DjOyNrC+2eNwDpwELNgFLOf3sxbN83HuygaMWz6UrEC1T37QtVQc/4crvjnuzz96KkMuePDTqvbJ0+nbJqfIc/sIFJyoPVBkVZ9Kx4v5ZefSNYbRRAMseuvg0l5LonUHQ2wdG3rc8NgZoyi+KwcXrnpdoBuLxY7xJi3v8I/5/6d6d7WIfkvNfh4/MBclu7I5/sz3uB7E99o2rFbRGYADwMJwCLgeu3CpoiXWtWtuY6YbXI3gLWjkF///spWezMFVLG16yb6JEKdhvlF6STOTVlL0VU92BJTBNewPFwjh7cqTnhzXVQwAGPaBAAi9pF1l/vVFTz3uzPwfX8/ZmZzBqvKicqVhWdx+3evpNTy8ND6uZg/T+PVmz6NdSC6mYLUNfDo+tm4GpodflZVDwUjRso/l/LRpZMY+k5tl3U9uw6S+2YpkZIDiMsVFQjAHJSKMW0CrqFD2HHnHPb/YB6B06fialSqZg9FgyFOHbGdA5+yifjdYLRd5bnv/BzMYPS57KlgALhcFslG2//xivpRNERaRQkMjz1jAPcQ1VQKYj8LurpPvIRjOVAgIvki4gEuJTr/cTiziMZeYXi9VI2F/9SPbDqYbSbwoyEvd3mz76TtJstM5McZq9kaymHYg9H+EFf7A6ORmIi4o50YOnsGG3+ZQyRnUKs6dqBZbZHdxQTT3KR5uqeqGcnJbcpSH1uKeUkDVnkFRmIiNZfNYfAqqDk3gn/Jdr6y5iv41viRJR/jfal5TUmkuITRV6zGfHtVt+7dFdambejydV3Wi+zbj7VpGwAycQxmakr0/Kpq7DUbscsrGPKeTdJ+G/+SrZR82qZqjEHF+eN4/Y0TmDJhD76NRU3ntWToi8UEMoVVwfTWbVO7V9G6NREfflerMJggMCs2J5eiqktio8UjRINnOyUuwqGqEeA64BWigYpPqeqGdqo22SZ2IEDB49UUhdKbojbdYjKqB4qf3/DwqYTt7PmqjZmczLbbZ8KsKbhGDMOVE90Xy0hOpujaaZjDopufJewo5wdzXiGQGY35tk49EXPs6FbX3XzrWKq/Uttm84N2MUx0zHDMglGYKa0fDKu8AsRgyz3jOO1HHxJKFqyaGiQliS+OXoXRIsRs/w/nUXPZHMzBgzESo29XMyWlSeDNjHSs004Ew8SYOr77nXQE2Gs3txmt7ECAhOeXkfLPpdgFw/nmyW9x1WWv4bnyAEm74azMTZSfmc++L09ocz1r+y4S9yuj3BWtyk0x8MuRxYcdwpBWmlKI6DM2lKg2c4h24/3aXKtXLekEVV2kqmNVdbSq3tZBNQHI9tey9+Z5lE9L5YGPPkWdNj8lG8M923whw1Qm5+1HQyEQqPtVPQfOysOO/XPtujqGPbCZSGHUX2Bt38UfXj2fSEJUbYgkmGy9ZnCzGpGRzrj7ajhz2BZ8Zue2hisnG9fIYejqDWiCB7LbCcO3Lcb+JczH5+aS+fcl0TaUHOSBlfMZelFh06iTutPi+lv+ReM//UhuFge+O4+xbzXQeO6J0Y5zu9lxmYk5YQyyp7hHfdTX6Ir1/P2t0/lB+hauHvEBtlt4oWQqNfkGSfvb30LVU2eTZ7ZdUdibRJ8WBmWBNmqa0g0buD36e5lsETAsywxx6aUvs70xCwMlSZoNrVneni3JzDITGZdygI/Vy7jf7AQgMialSU0KnH8S3oog8mHsrSWC7bFp6j8DJs4sxBqSS2TffqrPGEtCaYgP75jF0G9v7/TekYNliBG9jjQEEav9B0OXr6OlmGkoxIQf7OLgRePIkugAm/jMR/zN+gLu60rY8otB/HHOw9yy6bPkvL8Nyc2h+O+pyG4D3bUXu6F/tzYyEhL43PzlNGqIV8snkbk2wPbJObgmNJD8m/XtPoXlk0xsjmzv4XDIRbntZfRh5SY2HrNVMIaHqK1bRNTuPUR34v36fQnecqLGEScnbuE3uW/xvzlvNsX6h9XqcPPkzqiPeBGXi6rTRmEdLEWWNOvYJVcG2HWdIDFPh8ycTPKQWtz10X+Uf1sFp2dupmpe1J+Q9NRSXO+txVNnH67PtsGVPRijIB/75OlY23cR2dW9/aP2/O9cyEgj44ElWDU10Xa5PSS9sw3vN02+d+Kb/LHwLHKuLsMeNYTAox5q6xIY//PN/SsYs6ZgZqRjNzbyZtFYkgwf/8x/i8LPejATI8wYsQemjcM1YlibU8WCj0O9U6EOx8KgJujD5Wl69fiAZapaDNSKyJxYrOBVwH+6ul6/CkcL24RZXjepRkIr74VbTFJ6mNQkrBZvPj8DuzFA2tL9UZfjIa+T388FBeuIBFxgRcuqCxJxvTKIxFV7AJBQmP/sn0bluObhXSMRjJBNWaDz1XaRkgPonv1UTOxBNlfDJH1uCYWXZOMa1vxy23f9TLb87zjsvfv5x5/Ow/f9BLBskv50gKGJVYz9cRl7F05qsqXaY+/P57Hnf+dh+OOzFagRjCCpKRheL5lJ9U07vOdP34fbEyHHV4OV4AazraqUvMdmmufI1pDYdW72htvmrXeLxeiUMlyuphFpd4u4vm8B9xN1AO0AFnd1n/4eOVDVRZ0d7+mKsV2RAAll0YE8Urin9UHbpt7yIrUu1FYQoWKikFxkNfnyI4V7cP06ndSdrYd82x1th9qdqKqqYFlE/N2f2DI8bs7M3cL/ffkRCv+UiuHzYZ88nRu//jSZqwUzN5uwX7A3bGHbT8azuzqd8s8lYJeWMeGCLdg5bR+SQwx7rY7TPruKzX+a1PcCIoLsKaFqZg4NZ07ltlHPNh26dvhbJLyRxOXpS6gendDuCDpoYy17I0emVhmN7T8TtgqlwSSyU2sxomktag4dU9UVqjo5ZgNf19UcBwwA4ehr8l0+ak+rJ3LadHT+9FbHjLRBzEreyciXIqA2VVfOIWulTdK6klb13Ot3c3DWYa5gAZ8ZbrIpOsPqwXZRqsr+wCAGmzU8PeM+8t+D3z56L1WWn1CSQMQiY1MIVEnfAINvaBbkjS+OQ3YW4crJbnJNt2LpWgq/MoIRI0sJzmvrNeoNOncqdl09Sf/+iMR3N/Or3Rfgjb3I5vkOkHjQ5rHyeVRNgLqL266Slu17+PneC47o3nZCx0Lld4VIcPVN6rf+Nsj7HAPB47HwLi/EbmhADROdPRlZ8jFq29xXeDIJIRsxTdKfWYtdX8/hPiirvIKxP1uH3WIm3HegsVsTknYwyIhHdra5ppmWhlVV1WbWXoNBXl89DXu6kOmt463CAhavnsKEnxWSU7sKTU7G++56bCDz/WLs/VFBtgMBhv72Qyyg5vyJpK1KxtrS1mFgbdiC73wPGunb/XPlw4+bDG2rpoZNuwrYP1KxzQayzETKJ5m8t2806VNL8S9Ojn7/yuYU03ZtLat2jKWNVd1LAhE3PtMRjnYxxaD+YCJWXT06ZzLGsg3Iik3Rf2QkQmlVEmPWFWJFIp2Ggdj1reOP7AQXPleYjiKawmfPZP/JbvzFEEkQGrPzcdcI+U/sJ7JrN1tvHoenwmD475ahMXvnkKBkfmRy/YLX+eJDNzDitmWorVi2hZGcjPi8WKWl0Tak+KHUjcTafaj9Kf9ajqU2RmIiRtogIkX7WrVNw/FdH25OHIur1MMET7PqFhgTQFenM+6szVSEEhFv25HNKOv7zeGS3EFCtskwd3mvr3XMqVWW2k06qSxZi0YiTQ+HNgbwLUuKTsbFcOXmEDljRpfXDQ5yk2h2/JD5lu9g5H9qSNpvUTfKYviMfcy/4GP0gRBb/99MUrcI7pMqKbpxFhVfmcOOx6dR/aU5uIYOIfFghG/+5Hvk/3lT9IGPORDs2loie5vnruyPN2HX1mIOzcXMyYY5UzEnjo3WV8WaXkDqvxowM9I7amZckIYARhBebmjWJ78wdRWJe5Usby2uqoa28VlA1vLotkZ9hSHKIHcjAcvdJ1vMHnPCYYrBOSevwUxKbKPC2I2NJO89bFGiaWK7urYjPNURGq2OO9yqrGTvOalEfAYF31mG91suVt8/Ffmqi4JHwjRmCwmeMOdcspSUPSHSX0ngJ794jCvfXMJDf/sjdUOMVmpHEyJgmJgZ6ey4fTau/BFEdu8lUrSPgzOT2PzN6KYv4nLh2ryHpSvGIcmf3B5WOn866jLxVgr+FlP8F6SuInNNDe8UjaFmYvvCOmh1KVvCfbtI1BCbDXtyORAe1Ptr9b45A4ughln88WTadUaokvTvj1oVRYr24Xmt61zitqfrrhr2SjVmWKNv8W07ybhvCZHCPcgHaxh264cMunAP6781CXdVAH9phJ3BLNxi8c3tl3L11xYRPnMGZkY6VVfNbQ4ZGTQIZk6k+vFB/P1z96Fmczv8Byx+u+BJdN40zOws7OG5FFy/tK2XrhPE7cHw+9uEunQLw2T3uQlgGOT9t4T/Vp3QdKjA3YiV5CH9nkQC6QbmoFTMQamtTteiYu4tPaXn9+2EiJqo9s2u/ceccLxYn8H4P9dh13YdedqEfdjbS6SVauIaNRLLa1DeIjRB3B4OXjuPXb+Z2xRqsvszqez/dMf/GDMznboRfnTVRrwvr+L1eXk8eMo89OYMllXlIz8pRRISSPhSMYUPj8KVNxSrspLa/ET+NfERtgVzoKxZJbQ8wqd8+/jyQy+y8eY8jG6GkRiJiey4Yw7Fz08g8NIQap/NYcePJnXr3FbYFr5SYfvVWdROGcwVaUubDmWZiZRNScD/8V7MAOy5ZhK5L1vISVOaT29s5KW1U9q7cud4LTLMtjvih9VkU1U2WZk1eNuJ2u0pA0I4wkcYRtAeBZ6DqLt3yXDE40HzopNr5ph8ttyaxoGZLvISq5pm1s2hOVSdEOLET28BMRCXi8CQMGZDW+EQr5f6z8+m9P5kGrLMpolJq6aGA+fnc/XDL3BL3ovsPpBBpGgfiVc1EqjzMPGF/UROn0HjYIPP3/xDHv3FZ9AWISmpTyznzP/3I6osPyNGH2TznfltXLr2KSe0CpMHsBsDjHwpRNafEvBf7yblS9Xk33pkUb9DXy0lcUIl7jqLb2y4sqn8oFVPXZ5iZ6dz8NQweW/W8tbWsRT+EMwJBdFQ9tlT+NTErT2+pzshTHY7wuEWi0mDSkj2Bkkxer8X74DwVrn7UEbXBYdi1AZ6nRRZ3dFo1503u7GqXQyZU8w3st7hO/+6jKS/pmK8vY7c14Zgj48KgzF6JPnPKL6VW9Dk5FYjV8k1M6iZEWDMr/3IkuZFRnLSFH75k4c4O6EegwS866Mz65GSA4xbWMnbV84hVYNk/TV6jisnm8BzafiuTCRSXAK2Rd5vP+Kl5+bgLykj/4QMOCxXetmUBIZsP2zixbYw34oKQ2/7yd6+m+qqyVDg4Z6JTxDdTwNCqmRPP4DevIeJ/5uFdbCMsV8DMyeLwNhsvMYYdM1WPnrzBKyvvN2jyd5IyEWF3TZywlbhYDCJ/VUpGMN6/8IdECMH0Cq5fG8Iqwlm97+WmZKCWTCqVZkGg+iK9ahpMnd4IWMeieD+fTp/Kj6LrO8E8b23ETsQIO2DvWx4aRyojbVlO+5XV2DX1FF9XmsVJeeeFRR8ZTWy5ONW5RWTkjjRU8b/q4rePzK9jpLvzwMRNBwi/cElTQ8xIpSfmc93RryJJrWY7bYtrE3bsCorcb25so17Ouehj4nsP7KoXVdOdpe2iIZDDHnBjadGufLp66izo87uPFcS3x31BkZGOlZWGmZmOhoOEdlbhOuNlVgbtmAHAuQ/V0ux1cDWcH23kwdJuYeSyKA25YYoaZ4GGuu9x5ZBntFOxtUj4YPqAiit6LjC4WuWPW6stA5Wo63fRmkgCTUFFfAYEay9+5rmQCJF+8j7zYdtJ/YO0+o0HGp3ye7gl3cyb9ENFAYyGPPSNYy4S/ifr7xNcEF0wz5xuXANy0O8Xvb+bC7fvvlpyiNJSKCtS1lmTGL3L+cROqf1Zn92fX2ny4XN7CxcuTntHtNwuHlOphOSt9cgl5WS92aE3ZHme33Kt49wwRDMknLsrLR2zzX3lbElnEqe6SbX9BPUcJcLnoxgx3ZddyZqu8uAEY6+2nX7iswl6NCs6DUHD26lg4vbg86Z2uYc6SBeSsMhGm8dQvFcH4FMN25pMVTHlte2h7TzPInLhSs3BzMtjfDZM9n127m4/wV3nP4kH945i9FPWFSN9fP4xpNouK6qKXRFkxLY8rcpnHjeRh7/ynk8e/6cNpN84vZQOiMF2614y3qmazfMGMHey0e1e8wqr2gzGdoe4fQEXIaNpyrIbfua0rTgE4OqggSs0jKqJqW2e65dWcWiqmn4DQ+mGHjF3W5q6lbtSuhY2A3pO/t1QAhHQO2m1X+9xRC7ySAPj8/DaOE+1HAIY/lhCxItG+nE1+7buI8RzxzAWxkh3OKtJB4PBxa0DcXGEBoz2+lWMcDjpuyC8dg/KMNXKgS+l8kP3v4ilRfVM/H2dfz+538n6V0/XxixCnv25OgEptfNL+a/wIbHJ8LStUR2FrYZCax5k7j0u68yYnEAXdnegsuO8S/ZTt4j23p0Tquv5fXiqgvT8J9sCj+TyMq3m1clLg+m4gooGomQ9sbOds+3AwH+u7VnHiv//vYf27CabKjouwxhA0I4Ki0/+45g3UZ7vFs3HtkSjSMy3lvdFHoBsZFj5sRW9a2qKnTjjg6vFxk2GCprUFMItJgE1GCQzIfa5g8U0yTUzktSwyEiu/eS9shS/N8Whty1DF29gfHfXUeo1M9vcz7gmhVfIuvBVTz473OoHpUQjXwNhrn9Hxfz5W8vinp52sH8YB0PPn0Oebdvb7XEN3jeSdReOqfD7xY92aD6tJ4FOBnJyZQtnIvh86HBILJhB7X5EB5k4y1vVnlO8lZjfPkg4nI1bRjRHnZRzyKGpYOBwy0W4wZ1fJ+eMiCEI9cVYHgfZSZaXzsEbWxftdBwqM1WMa4huYRO6fjN5dpbCumpmEGbzWVZTSHrxrQJmHlDWtWtu2QO4o+qBGZmBsbk2Fv0sHmTTTcMZtctJ4FhYgcCJO00+emBeRibktBwhOG/WsKgx5aCKtIYxF+iPLRtLtV/tDB8bb00Gokw4rYVvPfeZErnZzWVl09yc+Ov/knD/8xua2vFsMrKSXpqabvHOkJDIbKf2sje608EEYyMdL549vtkjSonaZ/dFBKSYvj4fN4ajLT27Y1DJBf2bNIumN6xWmX3YdruASEcfYnRw8y0muClcXDHYSGR4hKsrTvwlDcyfFBV8zLYkvKmB86YPJ7I6TOwPGCNGgIKWlePvSGacsRISKDoKzFBUWXi7QfIn7eH0oWzcI0cjq9c+eiOmQz/1UdNcVKoYg5KJefJCkIXVjHkFiH478MWNok0eZM0HGL0j5aS/nDzgz70zyv5+aNf4sxfvIcrr8v9BJove9KUDoUJQKeNRQNBkoqiqrBVXMIT62ZyYE86DdkGuyNRh4EpBlelriM8MQ8zLQ3XqJFtrmVOGkfV1J6lbg4P6rhusqtnm911xjEnHOmehqh+310OlpO2srTzOqqE03wkuZtjh6wDB5sW8ZTOTWPnJSYHTrbZdqWfceduY8dD49h6/wzCZ88EEayYX8Dw+dj442yuznufl356O+Y/Qlxww1uELq+AWZNaP5RuD8MTKqgtSkFFyHhgSdNaeDMlBTMjndCMMa3a2dIe0WCQYb9ewkcXjyeyr/vuXNm4s/MN8Zatww4ESH08OrppJIJWeEGUmhODrAs26/0+Mdl7egJkDGLLta29YkZyMrsuzmDN+X/u1cYKhwiryZry9p0kR8KAmATsT+xgEKOypst6RsCiMuBHaFs3474lZNwXq+fzsevrJzL67QqKFiSSsGUvtiqe6qjxaofCjP/eWv5w8WWc/ps7yfNX8fmUVVwydSV3/vlM3vvvXIbdGp30s8orWPL1GRiXGNSNTiJxNdR9YTaBdINAutCQH2bct1djZKQTGTcMd3EVVlFx6xD1WJxXj/qkGx6qwxmxKELFt+r5asESTkkoBqLu8STDhz22Hi0+iHt4EkZiYtP1g3PHYQbB7CNVyFahurFny6o745gbOXqKBoNYZV1nEjMbw13qs0ZiIpgmGesDSCjM8KeLiOzei4YjpG8OUnvhCZR8dzZ2IEDGG4Usqh/B34YuZZjL4ItrvsYHRaOwp9Q27xJoW5j7y0neLVSNNtlx+1zOvvk9QguqCWTZ3H/Gg9S+OJyxr9Zg/aqS0P02lZd2HX4fDzzVIZJ8QUyU8GGjjhiKhsLYW5IwMpttL19RDe468IqbTaH+3UGlPY5J4bBnTuhUZ26Ja1gewXO7zpJVPi2V7ITWwYxmSkp0Y7VD9yoYgQzJpnKcF2vbTiJ7YvMRauOuDpD62hZcZ5RF9X+Xi1/99wvcXRV1B589fDMJnjCjv18eFYrsLPb9eB6ffnkbky7fyH++/Xu2X3EPvxi8kcUz7uU7Z79MjllH3eIcXlg6g7IX8zg7eyO+yvjmCTL8/qZJQ3PwYMq/MTfqzi0qp6Qslfu3zWO/5WmyIYIa5jNj1mMOyWbwaht1Nysr1satDF5VT6UdIKcHWpX42g887GuOSeFwbd6DmZnZ4XagLbHLK0hc2+UWRvjLIgSs1teLTM7nc3e/xvZHpsOsKey8OJW6iZkE0wQzPQ1zfNRFqpEIsrkQq7ISeT6DstOGE9lbxOgfLuHO187n5gMn8+8PZjP4yqjts/uX8zjtjR0MOq0EQ2zuHr6YZENYGQwR1DBf3no5r1w2h+uu+Q5D/7EBX7EJp1Ziq0HSit0Yfj/FN85rFQHbJ4hQfsk09v/PKDBMrLIysl7YgYZCRIr2kfG6j9oqP89UzWRZbBbbK24m+vejHjdJL65p89Jy7yljXSiFNLMH7tx6F+VWW+9mWTAJ0zjGJgH7knrLgzY2UnXG6G4JhzE4g5Lzh2NMn4gxbUK7rlKAuhwXHsOKRrjG1B5ZspY/vfAZ3jnlL9SN8JO0F8KJBmoAOYOhuNnQP6RnD15RRdW45uvm/yfM+h9MZfzPt7LnmgnMXLSbJVffwffStlLVkMDGuiGYRPeVrbITmPTkd/BeESAwJBl1CYjB4I8jFGSU8swdZ6KqbP7rRGonBzF2dS30PUKVtIeXMHhNA+aYkVFjfHA6ZnrUVZu+oQ5x2ZyavImZ3uYR7Espe9nxlWykIJ+dX2phlBsmjeNzWFLf/vxNh80w23cWVAT9jM3owrnSA44p4QhqmAQzTONpUyibLq3CuztC3S6qxivbfuRhyw0JGEPajzMyQ9AQ8WBnpiGHVANVCu7czlev/A7Jz68mY20DroCCgr11V3RDhcMRQSzBHJTKwWvnsfMSk6LTvISm5VM/PMLzD5/CO4EsKu0Ab550L6P9pdxePoNvvXUVd+87ndH/qmfT/w3n13/7O+N+sZ6KxzMonepi5ZaRpD2ylJ3fHoOn2M34azdhlR3ZOmpz3BjMDuYmxO2heL6f8jnR+RR7/ebmZcdrtpCwPoFnKmbSYDevpwirRSRB0c3bGfVoC6+ZbWGGbVZVtRNp0AnisxjsausYURV216QhhuKWHqSJ6IBjzlu1eN1kxr+1jqSRJyA+b5ebC1jbdzHm+7ua/u6oS5OLgrgMi8Dm7a0iX63SUox3SlHAtbOYhqmj0U56tWJKKp4a2PqziVhpIeZO2MGmsmzMW7Yx9m2LfT+ex7n+SrySyO/KC3jx96dS+7lavj33TR677xxm/eVjdr01lbv2n8XK5QWkrReCk21y3nCBKvl3rMOub8A+fAFXD7AL97ZOPCNC+dfmUHNGA+EGNyP/HcZd3bZfNRxixJNFbF82kTlnTOftK28n15VEQC2GTjoAYmBt39XqHNs0WFM4jKV5FlM9Fn6j610QNWhQGkmBwzyHeYlVlLqSqKrzM9LT+3TtXQqHiAwjumV7DmAD96rqXSJyC/AN4NA49tNDG7SJyE3A14guF/iuqr7S65Z2A1dsLYEdCDD4niWo19smK1KPMUywLcRW7E6WXxrJyWz+eT5LL7yDkCrnRH5Ew8gw465dHbU53B7qLjyByCXlpD6UxpDzi9i6MY8/DX+R7/EZqtIHsefr47h/4V94ui6Hi5NKyHZX8+2bn+a8xN34xc3FN3zM6YtvYOyzdXxsjeV7Fy3iH+vPY8z3myf+erQCsgM0GGxdIAa2CyIVPjLWGHheWdrhPEikcA+uPfsYHp7Kb845jROTdrOqbgQlq3IYRcxBMWsKtteF8d5qvGsLoWoMo9wB/Eb3cnWI127XIN9Rk0nQMnG7Iww2e98P3Rk5IsCNqrpKRJKBlSLyWuzYH1X1jlYNF5lINB/HJGAI8LqIjP0k0i2bYiANzbk5Cn92IjlLIngXt42B6i7lX5vF4EdXYwM+M0JweB7WnqJWAmdmZ1H09wyWzvgDN+07h7yESh5aeBc7Q1n8/YzPYwZtChfazBqxlaEJVazdPwXzy8Kw6Urh+R4mJhez48XB+ELbKAxn8vOlF3LKaX9mpLuMIa5akg0PXnHzeMVUTp2+iWkP7eWkhJ0kShjvD8I8v+RkrI09X1HXbWyLwf9vCd3NH2bPn0o42cU7j53EW56TMEKQFFAiJ0/GfGsV5rYiTNPAIjr3kzS8BjdCcaSO3G6EEWnAjBnkrUeOqen7eKdoDLZtEOhs+O4mXdocqlqsqqtin2uJ5tvoLBbhQuBJVQ2q6i6ie5O23fIuDuyJ1KEJ0TRlaisjn6sh4f3NvbpmzWjANHFVB6PeqsPfmIbJljuHkptcy+yXvs+OX07g3/8+hVleN2f6i7jmz88QTnIx4gGTqv9x8/SKmZRNSySyt4jEJTtYXDONzXU53Jy7mDtHPMcU736Wnv4XTn3vO6wJDGdzaDABjWCpzdnJ63h77Xj+8soCvr7yy0z3esly1XDuvz9i/w/m9ep79iXG+2tIeHMdQ96swFuh1A9Vct4tx/VhNGLYqqxssoe0tg5Vocq2uyUY3SESMdr1ZvWUHhnkIjISOAE4tIXHdSKyVkQeFJFDFlx7yTLbCJOILBSRFSKyorS8d4NKUMMENcxP9n6W5I2epjXaunpDr9UMd3UslioUYW9NGpHdrUcNbItxt9biuiKMJERIKK4n/7Eipi27jGTDQ42dEHWvBi2sAwcZ+81VZN4bVYOs8gre+94cliwbzzn//gEHrASeqJqFpcrUYUUMc1dwQWIDqUYCy4PKEDPI2NHFJBww+OMJTwFworeEy1I29mgL0jYYZnT/q75CFTsQwF67meAgYeKsXTTkp7ZV14i6uS/MX0e+u/cP88FgctT2c7WvdvWUbuchF5Ek4B3gNlV9VkSygTKiSUBuBXJV9WoRuRtYoqqPxc57AFikqs90cu1aYEvvvspxQSbRPnfomJZ9NCLu2WRFxA08Azyuqs8CqOqBFsfvA16M/dmtZJmHsUVVu56mPs4RkRVOP3VOX/ZRl2pVLNnHA8AmVf1Di/KWS64+B6yPfX4BuFREvCKSTzQ5zTIcHI4yujNyzAeuBNaJyJpY2U+By0RkOlG1qhC4BkBVN4jIU8BGop6uaz8JT5WDQ1/TbZujxxcWWQDcRXQjo/tV9bed1F2oqvfGpSHHEE4/dU1f9lFchCOWGH0rcBZRG2Q5cJmqbuzzmzk4xIl4xVbNArar6k5VDQFPEp3/cHA4aohXbFV7cx2zW1YQkYXAQoBEv8wYP6ZvM4sebShKSG3CGCR1cy2KQ+esXBssi7sr9wjoMil6TC+8V0QWjB/jWbzslZ5FZh5LhNVi3DPf5sYzF/HllG0k9TCDrkP7mLnbmxKeiMgM4GEgAVgEXN9V0sx4qVXdmuuI2SZ3x6kNRw1htRj+is3ig5MdwehbhseeMYB7iGoqBbGfBV2dHC/hWA4UiEi+iHiIBiK+0E69WURjr45rvOKi9pvVfCm3Z/tHOXRJEJgVm5NLUdUlsdHiEeCirk6Oi1qlqhERuQ54hagr90FVbW+fysNtk+OWb495l9P9RRzatcOhTwgRfcbCRLWZQ7Qb73c4cVsJqKqLVHVsLCn6bR1UcyxPoqH2RaF0Tn7/263KK60Gnq9vDshrsEN9tqfwcYTSDRu4Pfp7JeDhtslxy82Z6zllVuvw+jTTz5ZALhvca5nkSejWKjmHVniI2rpFRO3eQ3Qn3q/f15AvJ2ocHfeYYnBqQttR4Yb0zWwLH7E38njHByxT1WKgVkTmxGIFrwL+09XJ/SocqhoBruvPNgx03GLyWX/XOzI6tMvuFnF93wLuJ+oA2gEs7urk/larUNVFM6c57suWhNVqtXdsXyX2OQ5pequo6gpgck9Odnp9AFFm1TP348+zJNj7TZVb4hjyR0a/jxwOzWSaidw/4TFSDQvom/XUgGPIHyGOcPQxh6tEPWWSp28Shzr0HketigOWNmc3cjh6cYSjj3GL2ZQVtTMstVkTDBJWq0dZjRw+ORzh6CciWDxRNZtn6jJp0M63LAV4tcHdxqiuswPsCMd/K/7jFUc4+gmvuPld9houTa5sk3f7oFXPM3UpTapZWC3GeyqxD4t4CKjF3kjKJ9bm4w1HOAYgWWYiAXXz+W0XUBypwy0muWZCG0M/00xsd1bdoW9wvFUDlCuSyynwvIA7tiqwLxJKOvQMRzgGMLO8bqBzw94hfjhqlYNDBzjCMUCoswO9cuk68yp9jyMcA4TXGzOP+FxLbR6qHkm13diHLXJwhGMAUGcHmO0tOWKj2xSDLyZvY32oN3kIHA7HEY4BwPawUGX37l+RZvqZ73P+nX2J05sDAEOUCttZ0zLQcFy5A4BxbpMGOwD0IFG9Q9xxRo4BgFfcpJl+6uxAj85zPFTxxRk5BhDt7XYYVgsDwRSDBjuEjY2Bgd/wUGuHcBmms4w2Tji9OsD5S2UBHwSj/6Y6DVNhR6iwo1G8AVWC2py8c1nQGUn6EmfkGOCck7SBHeEMoIEss/VuiHmHpSaOhps49BXOyNFLqu1GKq2GuF1/rNvDS5XTnA0S+gFHOHpJknhJicPO6IdCSdxi8vshb7axK8Jq8UHApjhS5xjmccIRjl5iinFEBnFXI4FN83G/tN09ZFM4TLoRINNMoNQKfiKhI2VWfau9e491upNqeZiIvCUim0Rkg4hcHyu/RUT2icia2M95Lc65SUS2i8gWETknnl/gaCSoYXZEOn+YW65Bby+sZILbTa26cYtJniupzWrCeJBmJHCK72Dc7zNQ6I5BHgFuVNVVIpIMrBSR12LH/qiqd7SsLCITiebjmAQMAV4XkbFOuuVmvOJmrLt7xvPdVcOY4StkhKuR3BYGuFtMZnk/2QVQphikmcfPRGWXI4eqFqvqqtjnWmATnec2uBB4UlWDqrqL6N6ks/qisccCh+82ctCqb3W8zKpvOr4jXMd0325O8NrkupKoswOt7AtL7Sb1zDHY+54eKcsiMhI4AfgoVnSdiKwVkQdFJC1W1l6yzDbCJCILRWSFiKwoLT9+BhW3mK3UJK8YvNzQHE2baSY2Hd9nJeEWq0nFSjJ8uIgeezcAOyKNbA0HeLgmi5oezq47dE2385CLSBLwDnCbqj4rItlAGdEkILcCuap6tYjcDSxR1cdi5z0ALFLVZzq5di2wpXdf5bggk2ifO3RMyz4aEfdssiLiBp4BHlfVZwFU9UCL4/cBL8b+7FayzMPYoqozu9vo4xURWeH0U+f0ZR91x1slwAPAJlX9Q4vy3BbVPgesj31+AbhURLwikk80Oc2yvmisg8MnSXdGjvnAlcA6EVkTK/spcJmITCeqVhUC1wCo6gYReQrYSNTTda3jqXI4Gum2zdHjC4ssAO4imk32flX9bSd1F6rqvXFpyDGE009d05d9FBfhiCVG3wqcRdQGWQ5cpqob+/xmDg5xIl7hI7OA7aq6U1VDwJNE5z8cHI4a4hWy3t5cx+yWFURkIbAQwMSc4cfZENmhb6mlsizurtwjoMuk6DG98F4RWZDoyVg8K3IKxMn+cTg+eV2frjz0WURmAA8DCcAi4HrtwqaIl1rVrbmOmG1yN5btCIZDPBgee8YA7iGqqRTEfhZ0dXK8hGM5UCAi+SLiIRqI+EI79aK2ieV4egc6RnJyfzfhSAgCs2JzcimquiQ2WjwCXNTVyXFRq1Q1IiLXAa8QdeU+qKob2ql6uG3S74jbg4a7zrR0vGHX1vZ3E46EENFnLExUmzlEu/F+hxO3NeSquoiobtcZ7dkm/YojGMccSjds4Pbo75WAh9smDg59iYeorVtE1O49RHfi/fpdOJYTNY4cHOKBD1imqsVArYjMicUKXgX8p6uT+1U4VDUCXNefbXA4ptndIq7vW8D9RBff7QAWd3Vyv+9bpaqLUiS9v5vhcGxSc+iDqq4AJvfk5P5WqxwcBiyOcDg4dIAjHA4OHeAIh4NDBzjC4eDQAY5wODh0gCMcDg4d4AiHg0MHOMLh4NABjnA4OHSAIxwODh3gCIeDQwc4wuHg0AGOcPQEGXALFx3iiCMcPUDMTzaTkkP/4ghHD9BIpL+b4PAJ4giHg0MHOMLh4NABjnA4OHSAIxwODh3gCIeDQwc4wuHg0AGOcDg4dIAjHA4OHdCdVMvDROQtEdkkIhtE5PpY+S0isk9E1sR+zmtxzk0isl1EtojIOfH8Ag4O8aI7Ox5GgBtVdZWIJAMrReS12LE/quodLSuLyESi+TgmAUOA10VkrJNu2eFoo8uRQ1WLVXVV7HMtsInOcxtcCDypqkFV3UV0b9JZfdFYh84Rt6e/m3BM0SObQ0RGAicAH8WKrhORtSLyoIikxcraS5bZRphEZKGIrBCRFWGCPW+5Qxuc3CJ9S7fzkItIEvAOcJuqPisi2UAZ0SQgtwK5qnq1iNwNLFHVx2LnPQAsUtVnOrl2LbCld1/luCCTaJ87dEzLPhoR92yyIuIGngEeV9VnAVT1QIvj9wEvxv7sVrLMw9iiqjO72+jjFRFZ4fRT5/RlH3XHWyXAA8AmVf1Di/LcFtU+B6yPfX4BuFREvCKSTzQ5zbK+aKyDwydJd0aO+cCVwDoRWRMr+ylwmYhMJ6pWFQLXAKjqBhF5CthI1NN1reOpcjga6bbN0eMLiywA7iKaTfZ+Vf1tJ3UXquq9cWnIMYTTT13Tl30UF+GIJUbfCpxF1AZZDlymqhv7/GYODnEiXuEjs4DtqrpTVUPAk0TnPxwcjhrilROwvbmO2S0riMhCYCGAiTnDT0qcmjIAEIEuRmgxjWg9lwsN9P28j4iAYYAqatt9fv2BSC2VZXF35R4BXSZFj+mF94rIAj8pi2fLGXFqygChk119XDnZbPrZSIYvsvEv3Q5JglVeETtP0LlTkSVruxSwrjGR6eMxduzFqqnpuvpRzuv6dOWhzyIyA3gYSAAWAddrFzZFvNSqbs11xGyTu+PUhqMGq7yS007aQCjVxKqsxKqobD6oirFycx8IBmBb6JqN2MHjJiJheOwZA7iHqKZSEPtZ0NXJ8RKO5UCBiOSLiIdoIOIL7dSbRTT26rhGI2FWPTqVlG21sYLWgqB9+TCr9u31BjZBYFZsTi5FVZfERotHgIu6OjkuapWqRkTkOuAVoq7cB1V1QztVD7dNjlsSSyyM3SW0mhDqhq3i0Ckhos9YmKg2c4h24/0OJ26LnVR1kaqOVdXRqnpbB9Wc/TUBVHEFbPZdOa5VsTl6JDpvWvQPEazTTsTw+fqhgUc1Sjds4PaIl0HeXQ63TY5bvItWkLdpBC33VLS27yI85iQSJo0jnOnHu6uMSCDQb208CvEQtXWLiNq9h+hOvF+/L5NdTtQ4Oq5xDR0CYhDZWdjmmPf11QRzknCt2k6kcM8n37ijGx+wTFWLgVoRmROLFbwK+E9XJ/ercKhqBLiuP9swELDTUnANb18F1kgE15ursGtr2xwzUzqfGzIHpWKOG9MnbTxK2d0iru9bwP1EHUA7gMVdndzfIwequqi/29Dv7NxDaEQGZkZ69O/DUx10YJSHThyDuDrWjK3qGqzUBMyxo/uqpUcbTZM5qrpCVSfHbODruprjgAEgHA5gNzTgqmxE/H7KFs5FZkzCHDemy2WvnvW7O9/5XRWWrcNO9iFebx+3+tinvw1yhxi6ZReWreS8aqCNAawDB7s8xyor7961V7bnRXfoCkc4+ghxuTBiapFW12D30KskHg8aCjlG9wDCEY4+QiMRrNJyjAQfRkY6hm2j9Q3txzAZJobHjaqioRCoYtfV9XjCz/D5UMt2NlaIE45w9CW2hV1fj11fDyKIp63NIC4XalnYwSCu/BFYGcmYxRVEivb1+Hbi8SBeL1ZpaV+03uEwHIM8XnQQw6SRSDSYMCGB8rk5VI1NBFeLXIOG2a6L1pw4to0XSy2LwLThzqx5nHBGjn7Cbmgg9fGl0c9+f/MBtdH8odjJozCXb0KDQcyMdGyvG3G5W6lQ4vFghm0iJ03AtWZ7u3MhDkeOM3J0A8Pvx0hMjEuqZdfQIZRePg2M2Oihiv3xJsRSir81AyM5Ga1vQDbtAG29SMmqrMR4dw2uNdHA5s7mPBx6jtOb3UBDIYzkZFzpaVglB/vMABa3h4pThpO9eDeWaaJ2c0yuLPmYvAMjsS2rlefLHJSKVVXdonHqjBhxwhGObqCRCFZlJVRWdl25B4jPi78kTKT4ANhtdy86PNbK8Pmwaur6tA0OHeOoVf2IXVuL661V7QrG4bhycwjPnfgJtMrhEI5w9DexuQ3xejsM8TASE7HyBuN6f32HguTYG32PIxwDBD1hHMawIe0a/RoKoyvWd2jrGD4f5VeehNHS6+XQaxzhGAAYycmYNQGobn+WvCsHgB0IMPj5zVAwotnrRTSk3ZkDOXIc4RgAGKnRSb92Z7pjD7uYZttjLbAqKzHKazASmoVBIxEYO7LP2nm84QhHf3LoLe9xdxhXJdPGR/eu6iw0PUakaF80dCWG3dCAvc5Je3KkOMLRXxgmZkoS4vViJydgJfswkpPbVFOvCdLOv0mke5OSzu4lR4wjHP2FbWHX1WPmZqOGQSjdhwzLjc7Et2TZhlYeKnG5EK8Xc/wYGi88qbleHGbvj3cc/18/o4kJiCq+DzZjtRO2LqaJqo2RkAAFI1DDwCyrRiuqifgycOUNxR6UDDv3YKSmoI2NrWfQHY4YZ+ToRzQSwdq0HaO6Hru+oX1P1YzxuPKGIvnDqJySSiDXD6aB+Lw0ZhpoXR32+s3YDQ0cXJCPWsfHJtGfBM7I0UvMQanYdfXdMpg7IlK4p41gGMnJ2PUNGIEIjeOycdVHSF+8FcKRaLxVfT05D1VgxQxwIzERNXHirPoQZ+ToLbZijDvy3T2MBF+rRVHicuEaORxr8qiowV64j4ZsN+79FVgVldjBIHZjNBDRbmhovpBlkfWc45nqS5yRo5dYdfXI9sIjOteVkw2AXVvXtDBKLQuraD+uqmrsxgBGgo+M9/dhlRyMrjOP1TMmjwcDxFKkqpbIvv3g7IbYpzgjR2+xrbYr/rrhOXLl5oDLRahgCOJufkeJy40xKBVJSsLMzIjdQzEzM1rdpyE/BbEUe3shmuRvrhsnzIJR1H1hdvPevccB3Um1PExE3hKRTSKyQUSuj5XfIiL7RGRN7Oe8FufcJCLbRWSLiJwTzy8w0BCvFzO1850IjcREwiOzsUoO4F5f2ORdErcH8bghEkH9PnRQMpKYiHWwFLuyqtU1EhavonriIAyvF2vL9m5v03OkSF0DSXsbcW3rcovZY4buqFUR4EZVXSUiycBKEXktduyPqnpHy8oiMpFoPo5JwBDgdREZezykWzazs9DaulauVMPna71YKSMdq6ISWboWVQVDcI0YhpU1CNlciDEoFbu8AqmsQevriUwvgJFZuIvKoUyaZsA1EkEUgicV4HprTbfC3ntDpLgEig9LkXCM0+XIoarFqroq9rkW2ETnuQ0uBJ5U1aCq7iK6N+msvmjsQMc6WNraSDZMqi+a3jqc3LIwBw1q8k7ZdfUQDFGf5ycybTTYNkZ6Glpbi5E9GCNs4zpQjdbUUX/mJIyp45svH1Ysj0H512Y5EblxoEc2h4iMBE4APooVXScia0XkQRFJi5W1lyyzjTCJyEIRWSEiK8IcI5mGDnfHetx4aq1Wbl6rqjq6qrAFVt5g/M8vw71+F9rQGN3vasZ4AvmZGPVBKK9CIxGS3t+OHKiIrv2YOZnkFUWEk02MEM4MeRzodh5yEUkC3gFuU9VnRSQbKCOaBORWIFdVrxaRu4ElqvpY7LwHgEWq+kwn164FHD9k12QS7XOHjmnZRyPink1WRNzAM8DjqvosgKoeaHH8PuDF2J/dSpZ5GFtUdWZ3G328IiIrnH7qnL7so+54qwR4ANikqn9oUZ7botrngPWxzy8Al4qIV0TyiSanWdYXjXVw+CTpzsgxH7gSWCcia2JlPwUuE5HpRNWqQuAaAFXdICJPARuJerquPR48VQ7HHt22OeLaCJGFqnpvf7djoOP0U9f0ZR8NCOFwcBiIOOEjDg4d4AiHg0MH9LtwiMiCWAzWdhH5SX+3pz8RkUIRWReLVVsRK0sXkddEZFvsd1qL+sd8DFtsgvmgiKxvUdbjPhGRGbG+3S4if455YTtHVfvtBzCJpr0dRTSh+sfAxP5sUz/3RyGQeVjZ74GfxD7/BPhd7PPEWH95gfxYP5r9/R3i0CefBk4E1vemT4hOJ8wFhGia5XO7und/jxyzgO2qulNVQ8CTRGOzHJq5EPhH7PM/gItalB/zMWyq+i5QcVhxj/okNieXoqpLNCopj7Q4p0P6Wzi6FYd1HKHAqyKyUkQWxsqyVbUYokGgQFas/Hjuu572ydDY58PLO6W/VwK2p/cdz77l+aq6X0SygNdEZHMndZ2+a0tHfXJEfdXfI8eRxGEds6jq/tjvg8BzRNWkA4dCdWK/DyUoP577rqd9UhT7fHh5p/S3cCwHCkQkX0Q8RBdJvdDPbeoXRCQxtpgMEUkEziYar/YC8OVYtS8D/4l9Pp5j2HrUJzHVq1ZE5sS8VFe1OKdjBoA34jxgK1HPws/6uz392A+jiHpaPgY2HOoLIAN4A9gW+53e4pyfxfptC93wvhyNP8ATQDEQJjoCfO1I+gSYSfRlswP4K7HokM5+nPARB4cO6G+1ysFhwOIIh4NDBzjC4eDQAY5wODh0gCMcDg4d4AiHg0MHOMLh4NAB/x/KQQwQ66qlRwAAAABJRU5ErkJggg==\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,axs = plt.subplots(5,1)\n",
    "axs[0].imshow(b_result)\n",
    "axs[1].imshow(t_result)\n",
    "axs[2].imshow(z_result)\n",
    "axs[3].imshow(result)\n",
    "axs[4].imshow(1-s_result)\n",
    "plt.savefig(\"1.png\",dpi=900)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "outputs": [],
   "source": [
    "s = cv2.cvtColor(img, cv2.COLOR_RGB2HSV)[..., 1]\n",
    "high_s = s > 175"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "outputs": [
    {
     "data": {
      "text/plain": "<IPython.core.display.Javascript object>",
      "application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n    if (typeof WebSocket !== 'undefined') {\n        return WebSocket;\n    } else if (typeof MozWebSocket !== 'undefined') {\n        return MozWebSocket;\n    } else {\n        alert(\n            'Your browser does not have WebSocket support. ' +\n                'Please try Chrome, Safari or Firefox ≥ 6. ' +\n                'Firefox 4 and 5 are also supported but you ' +\n                'have to enable WebSockets in about:config.'\n        );\n    }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n    this.id = figure_id;\n\n    this.ws = websocket;\n\n    this.supports_binary = this.ws.binaryType !== undefined;\n\n    if (!this.supports_binary) {\n        var warnings = document.getElementById('mpl-warnings');\n        if (warnings) {\n            warnings.style.display = 'block';\n            warnings.textContent =\n                'This browser does not support binary websocket messages. ' +\n                'Performance may be slow.';\n        }\n    }\n\n    this.imageObj = new Image();\n\n    this.context = undefined;\n    this.message = undefined;\n    this.canvas = undefined;\n    this.rubberband_canvas = undefined;\n    this.rubberband_context = undefined;\n    this.format_dropdown = undefined;\n\n    this.image_mode = 'full';\n\n    this.root = document.createElement('div');\n    this.root.setAttribute('style', 'display: inline-block');\n    this._root_extra_style(this.root);\n\n    parent_element.appendChild(this.root);\n\n    this._init_header(this);\n    this._init_canvas(this);\n    this._init_toolbar(this);\n\n    var fig = this;\n\n    this.waiting = false;\n\n    this.ws.onopen = function () {\n        fig.send_message('supports_binary', { value: fig.supports_binary });\n        fig.send_message('send_image_mode', {});\n        if (fig.ratio !== 1) {\n            fig.send_message('set_device_pixel_ratio', {\n                device_pixel_ratio: fig.ratio,\n            });\n        }\n        fig.send_message('refresh', {});\n    };\n\n    this.imageObj.onload = function () {\n        if (fig.image_mode === 'full') {\n            // Full images could contain transparency (where diff images\n            // almost always do), so we need to clear the canvas so that\n            // there is no ghosting.\n            fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n        }\n        fig.context.drawImage(fig.imageObj, 0, 0);\n    };\n\n    this.imageObj.onunload = function () {\n        fig.ws.close();\n    };\n\n    this.ws.onmessage = this._make_on_message_function(this);\n\n    this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n    var titlebar = document.createElement('div');\n    titlebar.classList =\n        'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n    var titletext = document.createElement('div');\n    titletext.classList = 'ui-dialog-title';\n    titletext.setAttribute(\n        'style',\n        'width: 100%; text-align: center; padding: 3px;'\n    );\n    titlebar.appendChild(titletext);\n    this.root.appendChild(titlebar);\n    this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n    var fig = this;\n\n    var canvas_div = (this.canvas_div = document.createElement('div'));\n    canvas_div.setAttribute(\n        'style',\n        'border: 1px solid #ddd;' +\n            'box-sizing: content-box;' +\n            'clear: both;' +\n            'min-height: 1px;' +\n            'min-width: 1px;' +\n            'outline: 0;' +\n            'overflow: hidden;' +\n            'position: relative;' +\n            'resize: both;'\n    );\n\n    function on_keyboard_event_closure(name) {\n        return function (event) {\n            return fig.key_event(event, name);\n        };\n    }\n\n    canvas_div.addEventListener(\n        'keydown',\n        on_keyboard_event_closure('key_press')\n    );\n    canvas_div.addEventListener(\n        'keyup',\n        on_keyboard_event_closure('key_release')\n    );\n\n    this._canvas_extra_style(canvas_div);\n    this.root.appendChild(canvas_div);\n\n    var canvas = (this.canvas = document.createElement('canvas'));\n    canvas.classList.add('mpl-canvas');\n    canvas.setAttribute('style', 'box-sizing: content-box;');\n\n    this.context = canvas.getContext('2d');\n\n    var backingStore =\n        this.context.backingStorePixelRatio ||\n        this.context.webkitBackingStorePixelRatio ||\n        this.context.mozBackingStorePixelRatio ||\n        this.context.msBackingStorePixelRatio ||\n        this.context.oBackingStorePixelRatio ||\n        this.context.backingStorePixelRatio ||\n        1;\n\n    this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n    var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n        'canvas'\n    ));\n    rubberband_canvas.setAttribute(\n        'style',\n        'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n    );\n\n    // Apply a ponyfill if ResizeObserver is not implemented by browser.\n    if (this.ResizeObserver === undefined) {\n        if (window.ResizeObserver !== undefined) {\n            this.ResizeObserver = window.ResizeObserver;\n        } else {\n            var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n            this.ResizeObserver = obs.ResizeObserver;\n        }\n    }\n\n    this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n        var nentries = entries.length;\n        for (var i = 0; i < nentries; i++) {\n            var entry = entries[i];\n            var width, height;\n            if (entry.contentBoxSize) {\n                if (entry.contentBoxSize instanceof Array) {\n                    // Chrome 84 implements new version of spec.\n                    width = entry.contentBoxSize[0].inlineSize;\n                    height = entry.contentBoxSize[0].blockSize;\n                } else {\n                    // Firefox implements old version of spec.\n                    width = entry.contentBoxSize.inlineSize;\n                    height = entry.contentBoxSize.blockSize;\n                }\n            } else {\n                // Chrome <84 implements even older version of spec.\n                width = entry.contentRect.width;\n                height = entry.contentRect.height;\n            }\n\n            // Keep the size of the canvas and rubber band canvas in sync with\n            // the canvas container.\n            if (entry.devicePixelContentBoxSize) {\n                // Chrome 84 implements new version of spec.\n                canvas.setAttribute(\n                    'width',\n                    entry.devicePixelContentBoxSize[0].inlineSize\n                );\n                canvas.setAttribute(\n                    'height',\n                    entry.devicePixelContentBoxSize[0].blockSize\n                );\n            } else {\n                canvas.setAttribute('width', width * fig.ratio);\n                canvas.setAttribute('height', height * fig.ratio);\n            }\n            canvas.setAttribute(\n                'style',\n                'width: ' + width + 'px; height: ' + height + 'px;'\n            );\n\n            rubberband_canvas.setAttribute('width', width);\n            rubberband_canvas.setAttribute('height', height);\n\n            // And update the size in Python. We ignore the initial 0/0 size\n            // that occurs as the element is placed into the DOM, which should\n            // otherwise not happen due to the minimum size styling.\n            if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n                fig.request_resize(width, height);\n            }\n        }\n    });\n    this.resizeObserverInstance.observe(canvas_div);\n\n    function on_mouse_event_closure(name) {\n        return function (event) {\n            return fig.mouse_event(event, name);\n        };\n    }\n\n    rubberband_canvas.addEventListener(\n        'mousedown',\n        on_mouse_event_closure('button_press')\n    );\n    rubberband_canvas.addEventListener(\n        'mouseup',\n        on_mouse_event_closure('button_release')\n    );\n    rubberband_canvas.addEventListener(\n        'dblclick',\n        on_mouse_event_closure('dblclick')\n    );\n    // Throttle sequential mouse events to 1 every 20ms.\n    rubberband_canvas.addEventListener(\n        'mousemove',\n        on_mouse_event_closure('motion_notify')\n    );\n\n    rubberband_canvas.addEventListener(\n        'mouseenter',\n        on_mouse_event_closure('figure_enter')\n    );\n    rubberband_canvas.addEventListener(\n        'mouseleave',\n        on_mouse_event_closure('figure_leave')\n    );\n\n    canvas_div.addEventListener('wheel', function (event) {\n        if (event.deltaY < 0) {\n            event.step = 1;\n        } else {\n            event.step = -1;\n        }\n        on_mouse_event_closure('scroll')(event);\n    });\n\n    canvas_div.appendChild(canvas);\n    canvas_div.appendChild(rubberband_canvas);\n\n    this.rubberband_context = rubberband_canvas.getContext('2d');\n    this.rubberband_context.strokeStyle = '#000000';\n\n    this._resize_canvas = function (width, height, forward) {\n        if (forward) {\n            canvas_div.style.width = width + 'px';\n            canvas_div.style.height = height + 'px';\n        }\n    };\n\n    // Disable right mouse context menu.\n    this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n        event.preventDefault();\n        return false;\n    });\n\n    function set_focus() {\n        canvas.focus();\n        canvas_div.focus();\n    }\n\n    window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n    var fig = this;\n\n    var toolbar = document.createElement('div');\n    toolbar.classList = 'mpl-toolbar';\n    this.root.appendChild(toolbar);\n\n    function on_click_closure(name) {\n        return function (_event) {\n            return fig.toolbar_button_onclick(name);\n        };\n    }\n\n    function on_mouseover_closure(tooltip) {\n        return function (event) {\n            if (!event.currentTarget.disabled) {\n                return fig.toolbar_button_onmouseover(tooltip);\n            }\n        };\n    }\n\n    fig.buttons = {};\n    var buttonGroup = document.createElement('div');\n    buttonGroup.classList = 'mpl-button-group';\n    for (var toolbar_ind in mpl.toolbar_items) {\n        var name = mpl.toolbar_items[toolbar_ind][0];\n        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n        var image = mpl.toolbar_items[toolbar_ind][2];\n        var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n        if (!name) {\n            /* Instead of a spacer, we start a new button group. */\n            if (buttonGroup.hasChildNodes()) {\n                toolbar.appendChild(buttonGroup);\n            }\n            buttonGroup = document.createElement('div');\n            buttonGroup.classList = 'mpl-button-group';\n            continue;\n        }\n\n        var button = (fig.buttons[name] = document.createElement('button'));\n        button.classList = 'mpl-widget';\n        button.setAttribute('role', 'button');\n        button.setAttribute('aria-disabled', 'false');\n        button.addEventListener('click', on_click_closure(method_name));\n        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n        var icon_img = document.createElement('img');\n        icon_img.src = '_images/' + image + '.png';\n        icon_img.srcset = '_images/' + image + '_large.png 2x';\n        icon_img.alt = tooltip;\n        button.appendChild(icon_img);\n\n        buttonGroup.appendChild(button);\n    }\n\n    if (buttonGroup.hasChildNodes()) {\n        toolbar.appendChild(buttonGroup);\n    }\n\n    var fmt_picker = document.createElement('select');\n    fmt_picker.classList = 'mpl-widget';\n    toolbar.appendChild(fmt_picker);\n    this.format_dropdown = fmt_picker;\n\n    for (var ind in mpl.extensions) {\n        var fmt = mpl.extensions[ind];\n        var option = document.createElement('option');\n        option.selected = fmt === mpl.default_extension;\n        option.innerHTML = fmt;\n        fmt_picker.appendChild(option);\n    }\n\n    var status_bar = document.createElement('span');\n    status_bar.classList = 'mpl-message';\n    toolbar.appendChild(status_bar);\n    this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n    // which will in turn request a refresh of the image.\n    this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n    properties['type'] = type;\n    properties['figure_id'] = this.id;\n    this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n    if (!this.waiting) {\n        this.waiting = true;\n        this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n    }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n    var format_dropdown = fig.format_dropdown;\n    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n    fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n    var size = msg['size'];\n    if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n        fig._resize_canvas(size[0], size[1], msg['forward']);\n        fig.send_message('refresh', {});\n    }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n    var x0 = msg['x0'] / fig.ratio;\n    var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n    var x1 = msg['x1'] / fig.ratio;\n    var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n    x0 = Math.floor(x0) + 0.5;\n    y0 = Math.floor(y0) + 0.5;\n    x1 = Math.floor(x1) + 0.5;\n    y1 = Math.floor(y1) + 0.5;\n    var min_x = Math.min(x0, x1);\n    var min_y = Math.min(y0, y1);\n    var width = Math.abs(x1 - x0);\n    var height = Math.abs(y1 - y0);\n\n    fig.rubberband_context.clearRect(\n        0,\n        0,\n        fig.canvas.width / fig.ratio,\n        fig.canvas.height / fig.ratio\n    );\n\n    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n    // Updates the figure title.\n    fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n    fig.rubberband_canvas.style.cursor = msg['cursor'];\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n    fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n    // Request the server to send over a new figure.\n    fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n    fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n    for (var key in msg) {\n        if (!(key in fig.buttons)) {\n            continue;\n        }\n        fig.buttons[key].disabled = !msg[key];\n        fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n    }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n    if (msg['mode'] === 'PAN') {\n        fig.buttons['Pan'].classList.add('active');\n        fig.buttons['Zoom'].classList.remove('active');\n    } else if (msg['mode'] === 'ZOOM') {\n        fig.buttons['Pan'].classList.remove('active');\n        fig.buttons['Zoom'].classList.add('active');\n    } else {\n        fig.buttons['Pan'].classList.remove('active');\n        fig.buttons['Zoom'].classList.remove('active');\n    }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n    // Called whenever the canvas gets updated.\n    this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n    return function socket_on_message(evt) {\n        if (evt.data instanceof Blob) {\n            var img = evt.data;\n            if (img.type !== 'image/png') {\n                /* FIXME: We get \"Resource interpreted as Image but\n                 * transferred with MIME type text/plain:\" errors on\n                 * Chrome.  But how to set the MIME type?  It doesn't seem\n                 * to be part of the websocket stream */\n                img.type = 'image/png';\n            }\n\n            /* Free the memory for the previous frames */\n            if (fig.imageObj.src) {\n                (window.URL || window.webkitURL).revokeObjectURL(\n                    fig.imageObj.src\n                );\n            }\n\n            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n                img\n            );\n            fig.updated_canvas_event();\n            fig.waiting = false;\n            return;\n        } else if (\n            typeof evt.data === 'string' &&\n            evt.data.slice(0, 21) === 'data:image/png;base64'\n        ) {\n            fig.imageObj.src = evt.data;\n            fig.updated_canvas_event();\n            fig.waiting = false;\n            return;\n        }\n\n        var msg = JSON.parse(evt.data);\n        var msg_type = msg['type'];\n\n        // Call the  \"handle_{type}\" callback, which takes\n        // the figure and JSON message as its only arguments.\n        try {\n            var callback = fig['handle_' + msg_type];\n        } catch (e) {\n            console.log(\n                \"No handler for the '\" + msg_type + \"' message type: \",\n                msg\n            );\n            return;\n        }\n\n        if (callback) {\n            try {\n                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n                callback(fig, msg);\n            } catch (e) {\n                console.log(\n                    \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n                    e,\n                    e.stack,\n                    msg\n                );\n            }\n        }\n    };\n};\n\n// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.findpos = function (e) {\n    //this section is from http://www.quirksmode.org/js/events_properties.html\n    var targ;\n    if (!e) {\n        e = window.event;\n    }\n    if (e.target) {\n        targ = e.target;\n    } else if (e.srcElement) {\n        targ = e.srcElement;\n    }\n    if (targ.nodeType === 3) {\n        // defeat Safari bug\n        targ = targ.parentNode;\n    }\n\n    // pageX,Y are the mouse positions relative to the document\n    var boundingRect = targ.getBoundingClientRect();\n    var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n    var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n\n    return { x: x, y: y };\n};\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * https://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n    return Object.keys(original).reduce(function (obj, key) {\n        if (typeof original[key] !== 'object') {\n            obj[key] = original[key];\n        }\n        return obj;\n    }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n    var canvas_pos = mpl.findpos(event);\n\n    if (name === 'button_press') {\n        this.canvas.focus();\n        this.canvas_div.focus();\n    }\n\n    var x = canvas_pos.x * this.ratio;\n    var y = canvas_pos.y * this.ratio;\n\n    this.send_message(name, {\n        x: x,\n        y: y,\n        button: event.button,\n        step: event.step,\n        guiEvent: simpleKeys(event),\n    });\n\n    /* This prevents the web browser from automatically changing to\n     * the text insertion cursor when the button is pressed.  We want\n     * to control all of the cursor setting manually through the\n     * 'cursor' event from matplotlib */\n    event.preventDefault();\n    return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n    // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n    // Prevent repeat events\n    if (name === 'key_press') {\n        if (event.key === this._key) {\n            return;\n        } else {\n            this._key = event.key;\n        }\n    }\n    if (name === 'key_release') {\n        this._key = null;\n    }\n\n    var value = '';\n    if (event.ctrlKey && event.key !== 'Control') {\n        value += 'ctrl+';\n    }\n    else if (event.altKey && event.key !== 'Alt') {\n        value += 'alt+';\n    }\n    else if (event.shiftKey && event.key !== 'Shift') {\n        value += 'shift+';\n    }\n\n    value += 'k' + event.key;\n\n    this._key_event_extra(event, name);\n\n    this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n    return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n    if (name === 'download') {\n        this.handle_save(this, null);\n    } else {\n        this.send_message('toolbar_button', { name: name });\n    }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n    this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n    // Create a \"websocket\"-like object which calls the given IPython comm\n    // object with the appropriate methods. Currently this is a non binary\n    // socket, so there is still some room for performance tuning.\n    var ws = {};\n\n    ws.binaryType = comm.kernel.ws.binaryType;\n    ws.readyState = comm.kernel.ws.readyState;\n    function updateReadyState(_event) {\n        if (comm.kernel.ws) {\n            ws.readyState = comm.kernel.ws.readyState;\n        } else {\n            ws.readyState = 3; // Closed state.\n        }\n    }\n    comm.kernel.ws.addEventListener('open', updateReadyState);\n    comm.kernel.ws.addEventListener('close', updateReadyState);\n    comm.kernel.ws.addEventListener('error', updateReadyState);\n\n    ws.close = function () {\n        comm.close();\n    };\n    ws.send = function (m) {\n        //console.log('sending', m);\n        comm.send(m);\n    };\n    // Register the callback with on_msg.\n    comm.on_msg(function (msg) {\n        //console.log('receiving', msg['content']['data'], msg);\n        var data = msg['content']['data'];\n        if (data['blob'] !== undefined) {\n            data = {\n                data: new Blob(msg['buffers'], { type: data['blob'] }),\n            };\n        }\n        // Pass the mpl event to the overridden (by mpl) onmessage function.\n        ws.onmessage(data);\n    });\n    return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n    // This is the function which gets called when the mpl process\n    // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n    var id = msg.content.data.id;\n    // Get hold of the div created by the display call when the Comm\n    // socket was opened in Python.\n    var element = document.getElementById(id);\n    var ws_proxy = comm_websocket_adapter(comm);\n\n    function ondownload(figure, _format) {\n        window.open(figure.canvas.toDataURL());\n    }\n\n    var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n    // web socket which is closed, not our websocket->open comm proxy.\n    ws_proxy.onopen();\n\n    fig.parent_element = element;\n    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n    if (!fig.cell_info) {\n        console.error('Failed to find cell for figure', id, fig);\n        return;\n    }\n    fig.cell_info[0].output_area.element.on(\n        'cleared',\n        { fig: fig },\n        fig._remove_fig_handler\n    );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n    var width = fig.canvas.width / fig.ratio;\n    fig.cell_info[0].output_area.element.off(\n        'cleared',\n        fig._remove_fig_handler\n    );\n    fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n    // Update the output cell to use the data from the current canvas.\n    fig.push_to_output();\n    var dataURL = fig.canvas.toDataURL();\n    // Re-enable the keyboard manager in IPython - without this line, in FF,\n    // the notebook keyboard shortcuts fail.\n    IPython.keyboard_manager.enable();\n    fig.parent_element.innerHTML =\n        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n    fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n    fig.send_message('closing', msg);\n    // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n    // Turn the data on the canvas into data in the output cell.\n    var width = this.canvas.width / this.ratio;\n    var dataURL = this.canvas.toDataURL();\n    this.cell_info[1]['text/html'] =\n        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n    // Tell IPython that the notebook contents must change.\n    IPython.notebook.set_dirty(true);\n    this.send_message('ack', {});\n    var fig = this;\n    // Wait a second, then push the new image to the DOM so\n    // that it is saved nicely (might be nice to debounce this).\n    setTimeout(function () {\n        fig.push_to_output();\n    }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n    var fig = this;\n\n    var toolbar = document.createElement('div');\n    toolbar.classList = 'btn-toolbar';\n    this.root.appendChild(toolbar);\n\n    function on_click_closure(name) {\n        return function (_event) {\n            return fig.toolbar_button_onclick(name);\n        };\n    }\n\n    function on_mouseover_closure(tooltip) {\n        return function (event) {\n            if (!event.currentTarget.disabled) {\n                return fig.toolbar_button_onmouseover(tooltip);\n            }\n        };\n    }\n\n    fig.buttons = {};\n    var buttonGroup = document.createElement('div');\n    buttonGroup.classList = 'btn-group';\n    var button;\n    for (var toolbar_ind in mpl.toolbar_items) {\n        var name = mpl.toolbar_items[toolbar_ind][0];\n        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n        var image = mpl.toolbar_items[toolbar_ind][2];\n        var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n        if (!name) {\n            /* Instead of a spacer, we start a new button group. */\n            if (buttonGroup.hasChildNodes()) {\n                toolbar.appendChild(buttonGroup);\n            }\n            buttonGroup = document.createElement('div');\n            buttonGroup.classList = 'btn-group';\n            continue;\n        }\n\n        button = fig.buttons[name] = document.createElement('button');\n        button.classList = 'btn btn-default';\n        button.href = '#';\n        button.title = name;\n        button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n        button.addEventListener('click', on_click_closure(method_name));\n        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n        buttonGroup.appendChild(button);\n    }\n\n    if (buttonGroup.hasChildNodes()) {\n        toolbar.appendChild(buttonGroup);\n    }\n\n    // Add the status bar.\n    var status_bar = document.createElement('span');\n    status_bar.classList = 'mpl-message pull-right';\n    toolbar.appendChild(status_bar);\n    this.message = status_bar;\n\n    // Add the close button to the window.\n    var buttongrp = document.createElement('div');\n    buttongrp.classList = 'btn-group inline pull-right';\n    button = document.createElement('button');\n    button.classList = 'btn btn-mini btn-primary';\n    button.href = '#';\n    button.title = 'Stop Interaction';\n    button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n    button.addEventListener('click', function (_evt) {\n        fig.handle_close(fig, {});\n    });\n    button.addEventListener(\n        'mouseover',\n        on_mouseover_closure('Stop Interaction')\n    );\n    buttongrp.appendChild(button);\n    var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n    titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n    var fig = event.data.fig;\n    if (event.target !== this) {\n        // Ignore bubbled events from children.\n        return;\n    }\n    fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n    el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n    // this is important to make the div 'focusable\n    el.setAttribute('tabindex', 0);\n    // reach out to IPython and tell the keyboard manager to turn it's self\n    // off when our div gets focus\n\n    // location in version 3\n    if (IPython.notebook.keyboard_manager) {\n        IPython.notebook.keyboard_manager.register_events(el);\n    } else {\n        // location in version 2\n        IPython.keyboard_manager.register_events(el);\n    }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n    // Check for shift+enter\n    if (event.shiftKey && event.which === 13) {\n        this.canvas_div.blur();\n        // select the cell after this one\n        var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n        IPython.notebook.select(index + 1);\n    }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n    fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n    // Return the cell and output element which can be found *uniquely* in the notebook.\n    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n    // IPython event is triggered only after the cells have been serialised, which for\n    // our purposes (turning an active figure into a static one), is too late.\n    var cells = IPython.notebook.get_cells();\n    var ncells = cells.length;\n    for (var i = 0; i < ncells; i++) {\n        var cell = cells[i];\n        if (cell.cell_type === 'code') {\n            for (var j = 0; j < cell.output_area.outputs.length; j++) {\n                var data = cell.output_area.outputs[j];\n                if (data.data) {\n                    // IPython >= 3 moved mimebundle to data attribute of output\n                    data = data.data;\n                }\n                if (data['text/html'] === html_output) {\n                    return [cell, data, j];\n                }\n            }\n        }\n    }\n};\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel !== null) {\n    IPython.notebook.kernel.comm_manager.register_target(\n        'matplotlib',\n        mpl.mpl_figure_comm\n    );\n}\n"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<IPython.core.display.HTML object>",
      "text/html": "<div id='0033e120-1699-4276-886f-50ada91c6d67'></div>"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib notebook\n",
    "fig,axs = plt.subplots(3, 1)\n",
    "axs[0].imshow(img)\n",
    "axs[1].imshow(s)\n",
    "axs[2].imshow(high_s)\n",
    "plt.savefig(\"2.png\",dpi=900)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
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   "language": "python",
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    "name": "ipython",
    "version": 2
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